@inproceedings{zong-etal-2026-l2dir, title = "{L}2{D}ir: Integrating $L\_2$-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval", author = "Zong, Tianyu and Dai, Rui and Yi, Hongzhu and Wang, Yuanxiang and Zhang, Zhenghao and Guan, Zhenyu and Yang, Yujia and Shi, Bingkang and Ding, Yueyang and Chu, Xiangxiang and Liu, Kaikui and Xu, Jungang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1604/", pages = "34717--34740", ISBN = "979-8-89176-390-6" }